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How Kabaido structures requests

Understand the structured result Kabaido returns: typed line items, normalised units and a citation behind every value.

Whatever you send, Kabaido turns it into a structured result you can read at a glance and act on. The heart of it is a table of line items, one row per thing the customer is asking for.

Strukturovaný požadavekZáměr: nabídka
E-mail · Dave HutchinsPoptávka - nástroje na novou leteckou zakázku

můžete prosím nacenit následující, potřebujeme do 26. června: 10 ks stopková fréza 10mm 4Z, monolitní karbid, povlak AlTiN, délka břitu min. 30

RFQ-2026-aero.pdf
  • L110×Stopková fréza 10 mm, 4 břity, monolitní karbid, AlTiN, délka břitu min. 30 mm
  • L25×Stopková fréza 6 mm s kulovým čelem, 2 břity, nepovlakovaná
  • L320×Stopková fréza 6,35 mm (1/4 palce) s plochým čelem, 3 břity, TiAlN

Každá hodnota je doložena zdrojem. Z chybějících údajů se stanou dotazy, nikdy dohady.

+1 další položka
Live preview: an emailed RFQ on the left becomes the structured request on the right. Select a value to see where it was read from.

Intent

Kabaido reads what the customer wants overall: a quote, an order, a service request or information. The intent decides which action card you are offered at the end. When the wording genuinely reads two ways, a warning chip says so and you choose the mode.

Typed line items

Each line carries a description, a quantity, a unit of measure and a domain classification. Attributes such as material, diameter or coating are pulled out into their own typed fields rather than left buried in prose.

Normalised units

Measurements are normalised to consistent units so lines compare cleanly, and the original wording is kept alongside. Abbreviations are expanded to their full meaning.

Every value is cited

Each attribute records the exact place in your request it came from, the source span. You can trace any value back to the text or cell it was read from, so nothing is taken on trust.

Missing means a question, never a guess

If a value is not stated, Kabaido leaves it empty and raises a clarification instead of filling the gap. It will not invent a specification, tolerance, price or part number.

Doložit zdroj, nebo přiznat mezeru

E-mail · Precision ComponentsPoptávka - nástroje na novou leteckou zakázku

10 ks stopková fréza 10mm 4Z, monolitní karbid, povlak AlTiN, délka břitu min. 30

Zpracovaná položka, plně specifikovaná10x Stopková fréza 10 mm, 4 břity, monolitní karbid, AlTiN, délka břitu min. 30 mm

Každá hodnota odkazuje zpět na vlastní slova zákazníka. Otevřete štítek a přečtěte si úsek, ze kterého pochází.

Live preview: open a value to see its citation, and see what abstention looks like when the source does not state a value.

This structured table is the free first minute of value. You get it even with no catalogue loaded.